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检索条件"主题词=variational autoencoder"
1534 条 记 录,以下是541-550 订阅
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Evolving Through the Looking Glass: Learning Improved Search Spaces with variational autoencoders  17th
Evolving Through the Looking Glass: Learning Improved Search...
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17th International Conference on Parallel Problem Solving from Nature (PPSN)
作者: Bentley, Peter J. Lim, Soo Ling Gaier, Adam Linh Tran Univ Coll London UCL Dept Comp Sci London England Autodesk Res London England
Nature has spent billions of years perfecting our genetic representations, making them evolvable and expressive. Generative machine learning offers a shortcut: learn an evolvable latent space with implicit biases towa... 详细信息
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Toward a better monitoring statistic for profile monitoring via variational autoencoders
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JOURNAL OF QUALITY TECHNOLOGY 2021年 第5期53卷 454-473页
作者: Sergin, Nurettin Dorukhan Yan, Hao Arizona State Univ Ind Engineer Program Tempe AZ USA Arizona State Univ Tempe AZ 85287 USA
variational autoencoders have been recently proposed for the problem of process monitoring. While these works show impressive results over classical methods, the proposed monitoring statistics often ignore the inconsi... 详细信息
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Expediting structure-property analyses using variational autoencoders with regression
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COMPUTATIONAL MATERIALS SCIENCE 2024年 242卷
作者: Templeton, William Frieden Miner, Justin P. Ngo, Austin Fitzwater, Lauren Reddy, Tharun Abranovic, Brandon Prichard, Paul Lewandowski, John J. Narra, Sneha Prabha Carnegie Mellon Univ Dept Mech Engn 5000 Forbes Ave Pittsburgh PA 15213 USA Case Western Reserve Univ Dept Mat Sci & Engn 10900 Euclid Ave Cleveland OH 44106 USA Carnegie Mellon Univ Dept Mat Sci & Engn 5000 Forbes Ave Pittsburgh PA 15213 USA Kennametal Inc 1600 Technol Way Latrobe PA 15650 USA
We present a machine learning approach that expedites structure-property analysis in materials, bypassing traditional feature extraction and exploratory data analysis techniques. This objective is accomplished by empl... 详细信息
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Achieving explainability for plant disease classification with disentangled variational autoencoders
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024年 第PartA期133卷
作者: Habaragamuwa, Harshana Oishi, Yu Tanaka, Kenichi Natl Agr & Food Res Org NARO Tsukuba Japan Natl Agr & Food Res Org Res Ctr Agr Informat Technol Core Technol Res Headquarters 1-31-1 Kannondai Tsukuba Ibaraki 3050856 Japan
Agricultural image recognition tasks are becoming increasingly dependent on systems based on deep learning (DL);however, despite the excellent performance of DL, it is difficult to comprehend the type of logic or feat... 详细信息
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Unsupervised anomaly detection for multilevel converters based on wavelet transform and variational autoencoders
Unsupervised anomaly detection for multilevel converters bas...
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14th Annual IEEE Energy Conversion Congress and Exposition (IEEE ECCE) / IEEE-Industry-Applications-Society (IEEE-IAS) Annual Meeting
作者: Ye, Shu Zhang, Feng Shanghai Jiao Tong Univ Dept Elect Informat & Elect Engn Shanghai Peoples R China
This paper proposes an anomaly detection scheme for multilevel converters based on a wavelet packet transform and variational autoencoder (WPT-VAE). The wavelet packet transform is used for dimensionality reduction an... 详细信息
来源: 评论
Multimodal Disentanglement variational autoencoders for Zero-Shot Cross-Modal Retrieval  22
Multimodal Disentanglement Variational AutoEncoders for Zero...
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45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
作者: Tian, Jialin Wang, Kai Xu, Xing Cao, Zuo Shen, Fumin Shen, Heng Tao Univ Elect Sci & Technol China Ctr Future Media Chengdu Peoples R China Univ Elect Sci & Technol China Sch Comp Sci & Engn Chengdu Peoples R China Meituan Shanghai Peoples R China Koala Uran Technol Ltd Chengdu Peoples R China Peng Cheng Lab Shenzhen Peoples R China
Zero-Shot Cross-Modal Retrieval (ZS-CMR) has recently drawn increasing attention as it focuses on a practical retrieval scenario, i.e, the multimodal test set consists of unseen classes that are disjoint with seen cla... 详细信息
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Generating NLFM Radar Waveforms using variational autoencoders
Generating NLFM Radar Waveforms using Variational Autoencode...
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IEEE Radar Conference (RadarConf)
作者: Charlish, Alexander Schwalm, Carolin Fraunhofer FKIE Sensor Data & Informat Fus Dept D-53343 Wachtberg Germany
The rapid synthesis of radar waveform modulations is key to enabling a radar to react to the environment in order to optimize performance. This paper proposes the use of generative models for radar waveform generation... 详细信息
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Enabling Feedback-Free MIMO Transmission for FD-RAN: A Data-Driven Approach
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IEEE TRANSACTIONS ON MOBILE COMPUTING 2025年 第3期24卷 2437-2454页
作者: Liu, Jingbo Chen, Jiacheng Liu, Zongxi Zhou, Haibo Shanghai Jiao Tong Univ Sch Elect Informat & Elect Engn Shanghai 200240 Peoples R China Pengcheng Lab Shenzhen 518000 Peoples R China Pengcheng Lab Dept Strateg & Adv Interdisciplinary Res Shenzhen 518000 Peoples R China Nanjing Univ Sch Elect Sci & Engn Nanjing 210023 Peoples R China
To enhance flexibility and facilitate resource cooperation, a novel fully-decoupled radio access network (FD-RAN) architecture is proposed for 6G. However, the decoupling of uplink (UL) and downlink (DL) in FD-RAN mak... 详细信息
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DP-VAE: Human-Readable Text Anonymization for Online Reviews with Differentially Private variational autoencoders  22
DP-VAE: Human-Readable Text Anonymization for Online Reviews...
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31st ACM Web Conference (WWW)
作者: Weggenmann, Benjamin Rublack, Valentin Andrejczuk, Michael Mattern, Justus Kerschbaum, Florian SAP Secur Res Karlsruhe Germany Univ Edinburgh Edinburgh Scotland Univ Waterloo Waterloo ON Canada
While vast amounts of personal data are shared daily on public online platforms and used by companies and analysts to gain valuable insights, privacy concerns are also on the rise: Modern authorship attribution techni... 详细信息
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Scalable variational quantum circuits for autoencoder-based drug discovery  22
Scalable variational quantum circuits for autoencoder-based ...
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Proceedings of the 2022 Conference & Exhibition on Design, Automation & Test in Europe
作者: Junde Li Swaroop Ghosh The Pennsylvania State University
The de novo design of drug molecules is recognized as a time-consuming and costly process, and computational approaches have been applied in each stage of the drug discovery pipeline. variational autoencoder is one of... 详细信息
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